Guide to Good Chat Prompts

Writing a good chat prompt is key to getting the information you need. The guide below offers some helpful tips and tricks.

General Usage Advice

Ask a question that starts with “List,” “Summarize,” “Extract,” or “Identify” and includes:

  • A clear subject (body part, condition, or category like “medications”)
  • Optional time frame (e.g., “in 2021”)
  • Request for factual detail (findings, dates, providers, page numbers)

Be Specific About the Body Part, Condition, or Topic

  • ✅ Good: “Give me a summary of injuries to the left foot.”
  • ❌ Poor: “Tell me about the left foot.”

Tip: Always name the body part, condition, or treatment you care about.


Be Specific About the Body Part, Condition, or Topic

  • Good: “Give me a summary of injuries to the left foot.”
  • Poor: “Tell me about the left foot.”

Tip: Always name the body part, condition, or treatment you care about.


Ask for the Type of Fact You Want

Instead of vague “about,” request specific categories:

  • Diagnoses

  • Imaging results

  • Treatments

  • Medications

  • Surgeries

  • Clinical findings

  • Good: “List all medications prescribed for right knee pain.”

  • Poor: “What’s going on with the right knee?”


Include Time or Context if Important

Medical records span years. If you want a specific time window, say it.

  • Good: “Summarize all imaging results of the spine from 2022.”
  • Poor: “What tests were done on the spine?”

Use Action Verbs in Queries

Frame requests with verbs that match fact retrieval:

  • “Summarize”
  • “List”
  • “Extract”
  • “Identify”
  • “Show”

This tells the assistant what format to return.

  • Good: “List all blood pressure readings with page numbers.”
  • Poor: “Blood pressure?”

Avoid Opinions, Stick to Facts

  • Good: “Extract findings from all chest X-rays.”
  • Poor: “Does this look like pneumonia?”

(These will trigger the safeguard: “I am not trained to provide medical opinions.”)


Examples of Well-Formed User Queries

General Injury/Condition

  • “Give me a summary of injuries to the left foot.”
  • “List all references to shoulder pain with page numbers.”

Imaging

  • “Summarize findings from MRI scans of the right knee.”
  • “Extract all X-ray results for the chest with dates and providers.”

Medications

  • “List all medications mentioned with dates and page numbers.”
  • “Show me the first and last mention of each prescribed medication.”

Treatments/Procedures

  • “Summarize all surgeries performed on the lumbar spine.”
  • “List all physical therapy recommendations with page references.”

Vitals

  • “Extract blood pressure, heart rate, and oxygen saturation readings with dates.”